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  • Weekly commitment

    10 hours

    .

  • Course Start Date

    August 25th

Technologies we will use

Curriculum

  • 1

    Introduction

    • How to Create a Machine Learning Portfolio

    • Your First Machine Learning Application https://github.com/mtobeiyf/keras-flask-deploy-webapp

    • Reading Assignment (Programming Fundamentals)

    • Live Q&A at August 26 8 AM PST - https://www.youtube.com/watch?v=lv4Jv1QiSMc

    • How to Learn Machine Learning Fast

    • Homework Assignment (Image Classification)

    • Machine Learning Fundamentals Quiz

  • 2

    Finance

    • Automated Investment Startup

    • Machine Learning for Finance

    • Live Q&A https://www.youtube.com/watch?v=UUYPENQPOVA

    • Reading Assigment (Regression & Clustering)

    • Homework Assignment (Stock Prediction)

    • Sentiment Analysis using the Vader library

    • Financial Applications Quiz

    • Price Prediction with Scikit Learn

  • 3

    Cybersecurity

    • Live Q&A https://www.youtube.com/watch?v=0-don-KKyUM

    • Security Fundamentals Quiz

    • Homework Assignment (Fraud Detection)

    • Weekly Resources & Reading Assignment

    • Anomaly Detection

    • Fraud Detection Video

    • Machine Learning for Cybersecurity Video

  • 4

    Healthcare

    • Live Q&A https://www.youtube.com/watch?v=-nPjVoq5mdE

    • Medical Imaging Classification

    • Weekly Resources & Reading Assignment

    • Homework Assignment (Build an Automated Diagnosis Model)

    • Medical Imaging Basics with DLTK

    • Diagnostics & Machine Learning Quiz

    • Healthcare AI Opportunities

  • 5

    Transportation & Logistics

    • Live Q&A https://www.youtube.com/watch?v=X37wHVwYN1U

    • ML in Logistics

    • Midterm Assignment (Build an AI Startup)

    • Weekly Resources & Reading Assignment

    • Firebase Tutorial

    • Geometric Deep Learning

  • 6

    Retail

    • Generative Modeling for Design

    • ML in Retail

    • Your first Flutter app

    • Weekly Resources & Reading Assignment

    • Homework Assignment (Generating Fashion Designs)

    • Live Q&A https://www.youtube.com/watch?v=ImaMmrbcWq0

  • 7

    Agriculture

    • Machine Learning for Agriculture

    • Weekly Resources & Reading Assignment

    • Homework Assignment (Plant Analysis)

    • Live Q&A https://www.youtube.com/watch?v=1BE6aozvfZw

    • Plant Classification for Farmers (Part 1)

    • Plant Classification for Farmers (Part 2)

    • 8 Ways to Acquire Customers

  • 8

    Marketing

    • Live Q&A https://www.youtube.com/watch?v=WeCdIs4EiUk

    • Weekly Resources & Reading Assignment

    • Homework Assignment (Creating a helpdesk agent)

    • ML in Marketing

    • Your First Support Chatbot

    • Real-Time Machine Learning

  • 9

    Entertainment

    • Live Q&A https://www.youtube.com/watch?v=4RsFPmCUE7k

    • Weekly Resources & Reading Assignment

    • Homework Assignment (Reinforcement Learning)

    • Machine Learning for Gaming

    • Game Winning Predictions

  • 10

    Internet of Things

    • Live Q&A https://www.youtube.com/watch?v=H0nTIvuwTqw

    • ML for the Internet of Things

    • Weekly Resources & Reading Assignment

    • Secure, Privacy-preserving deep learning

    • ML for Embedded Systems

    • Final (Team Project - Build a Startup)

Exclusive Content

Students get access to world-class content, exclusively made for Siraj Raval's students.

Exclusive Live Streams

Every week, you'll get access to an exclusive live stream video by Siraj where he hosts a Q&A and builds an AI demo app.

Graded Projects

Each student will receive personalized feedback from an instructor.

Weekly Support Hours

Every week, you'll get access to a Q&A support session from Siraj our Slack channel where he answers your development questions.

Blockchain Sealed Certificate

Students who successfully complete the course will receive their own certificate time-stamped on the Bitcoin blockchain for permanence.

Graduate Benefits

Every graduate will, based on their choice, be referred to one of our hiring partners (Nvidia, Intel, Google, Amazon, etc.), matched with a co-founder, or referred to a consulting client.  

Course Prerequisites

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  • Basic Python Syntax

  • Algebra I

About Your Instructor

AI Educator & Entrepreneur

Siraj Raval

Siraj Raval is a best-selling author, data scientist, and YouTuber. His goal is to inspire and educate developers, he's built an audience of over 300,000 devs interested in blockchain technology and Artificial Intelligence on Youtube. After his undergraduate years at Columbia University, Siraj spent a year writing 'Decentralized Applications' for O'Reilly and spent countless hours working on dapps across a huge range of use cases. Siraj has given technical lectures at CERN, The United Nations, and meetups across the globe. He most recently taught a Deep Learning Course with Udacity and has now established The School of AI. 

Teaching Assistants

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  • Steven Edwards (steven@stephenwithav.com)

  • Carson Bentley

  • Marcin Kraszweski (mrkraszewski@gmail.com)